{"id":"https://openalex.org/W2149676335","doi":"https://doi.org/10.1109/tsmc.2014.2378215","title":"Analysis of a Heterogeneous Social Network of Humans and Cultural Objects","display_name":"Analysis of a Heterogeneous Social Network of Humans and Cultural Objects","publication_year":2014,"publication_date":"2014-12-19","ids":{"openalex":"https://openalex.org/W2149676335","doi":"https://doi.org/10.1109/tsmc.2014.2378215","mag":"2149676335"},"language":"en","primary_location":{"id":"doi:10.1109/tsmc.2014.2378215","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2014.2378215","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Systems, Man, and Cybernetics: Systems","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1402.1778","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Santa Agreste","orcid":null},"institutions":[{"id":"https://openalex.org/I112862951","display_name":"University of Messina","ror":"https://ror.org/05ctdxz19","country_code":"IT","type":"education","lineage":["https://openalex.org/I112862951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Santa Agreste","raw_affiliation_strings":["Department of Mathematics and Informatics, University of Messina, Messina, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Informatics, University of Messina, Messina, Italy","institution_ids":["https://openalex.org/I112862951"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Pasquale De Meo","orcid":null},"institutions":[{"id":"https://openalex.org/I112862951","display_name":"University of Messina","ror":"https://ror.org/05ctdxz19","country_code":"IT","type":"education","lineage":["https://openalex.org/I112862951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Pasquale De Meo","raw_affiliation_strings":["Department of Ancient and Modern Civilizations, University of Messina, Messina, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ancient and Modern Civilizations, University of Messina, Messina, Italy","institution_ids":["https://openalex.org/I112862951"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Emilio Ferrara","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119109","display_name":"Indiana University Bloomington","ror":"https://ror.org/02k40bc56","country_code":"US","type":"education","lineage":["https://openalex.org/I4210119109","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Emilio Ferrara","raw_affiliation_strings":["Center for Complex Networks and Systems Research, Indiana University Bloomington, Bloomington, IN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Complex Networks and Systems Research, Indiana University Bloomington, Bloomington, IN, USA","institution_ids":["https://openalex.org/I4210119109"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Sebastiano Piccolo","orcid":null},"institutions":[{"id":"https://openalex.org/I112862951","display_name":"University of Messina","ror":"https://ror.org/05ctdxz19","country_code":"IT","type":"education","lineage":["https://openalex.org/I112862951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sebastiano Piccolo","raw_affiliation_strings":["Department of Mathematics and Informatics, University of Messina, Messina, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Informatics, University of Messina, Messina, Italy","institution_ids":["https://openalex.org/I112862951"]}]},{"author_position":"last","author":{"id":null,"display_name":"Alessandro Provetti","orcid":null},"institutions":[{"id":"https://openalex.org/I112862951","display_name":"University of Messina","ror":"https://ror.org/05ctdxz19","country_code":"IT","type":"education","lineage":["https://openalex.org/I112862951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandro Provetti","raw_affiliation_strings":["Department of Mathematics and Informatics, University of Messina, Messina, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Informatics, University of Messina, Messina, Italy","institution_ids":["https://openalex.org/I112862951"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.2896,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.8881465,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"45","issue":"4","first_page":"559","last_page":"570"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.1331000030040741,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.1331000030040741,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12478","display_name":"Wikis in Education and Collaboration","score":0.1039000004529953,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13274","display_name":"Expert finding and Q&A systems","score":0.0778999999165535,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/snapshot","display_name":"Snapshot (computer storage)","score":0.6509000062942505},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.4471000134944916},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.4180000126361847},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.4011000096797943},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.3228999972343445},{"id":"https://openalex.org/keywords/social-relationship","display_name":"Social relationship","score":0.31690001487731934}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.656000018119812},{"id":"https://openalex.org/C55282118","wikidata":"https://www.wikidata.org/wiki/Q252683","display_name":"Snapshot (computer storage)","level":2,"score":0.6509000062942505},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.49959999322891235},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.4471000134944916},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4307999908924103},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.4180000126361847},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.4011000096797943},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.3228999972343445},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.31700000166893005},{"id":"https://openalex.org/C2987946170","wikidata":"https://www.wikidata.org/wiki/Q853725","display_name":"Social relationship","level":2,"score":0.31690001487731934},{"id":"https://openalex.org/C74216064","wikidata":"https://www.wikidata.org/wiki/Q615684","display_name":"Social computing","level":3,"score":0.3052000105381012},{"id":"https://openalex.org/C503923677","wikidata":"https://www.wikidata.org/wiki/Q2724244","display_name":"Social web","level":3,"score":0.29580000042915344},{"id":"https://openalex.org/C176544851","wikidata":"https://www.wikidata.org/wiki/Q3307505","display_name":"Sociality","level":2,"score":0.2935999929904938},{"id":"https://openalex.org/C130064352","wikidata":"https://www.wikidata.org/wiki/Q853725","display_name":"Social relation","level":2,"score":0.2840999960899353},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.27309998869895935},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.25929999351501465}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/tsmc.2014.2378215","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2014.2378215","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Systems, Man, and Cybernetics: Systems","raw_type":"journal-article"},{"id":"pmh:oai:eprints.bbk.ac.uk.oai2:24570","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400465","display_name":"BIROn (Birkbeck, University of London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98259816","host_organization_name":"Birkbeck, University of London","host_organization_lineage":["https://openalex.org/I98259816"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:arXiv.org:1402.1778","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1402.1778","pdf_url":"https://arxiv.org/pdf/1402.1778","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:air.unimi.it:2434/773456","is_oa":true,"landing_page_url":"http://hdl.handle.net/2434/773456","pdf_url":null,"source":{"id":"https://openalex.org/S4306400516","display_name":"Archivio Istituzionale della Ricerca (Universita Degli Studi Di Milano)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I189158943","host_organization_name":"University of Milan","host_organization_lineage":["https://openalex.org/I189158943"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/03250de0-be04-41f8-8b7c-fff46f2f330e","is_oa":false,"landing_page_url":"https://researchprofiles.ku.dk/da/publications/03250de0-be04-41f8-8b7c-fff46f2f330e","pdf_url":null,"source":{"id":"https://openalex.org/S4306401983","display_name":"Research at the University of Copenhagen (University of Copenhagen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I124055696","host_organization_name":"University of Copenhagen","host_organization_lineage":["https://openalex.org/I124055696"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Agreste , S , De Meo , P , Ferrara , E , Piccolo , S & Provetti , A 2015 , ' Analysis of a heterogeneous social network of humans and cultural objects ' , IEEE Transactions on Systems, Man, and Cybernetics: Systems , vol. 45 , no. 4 , 6994286 , pp. 559-570 . https://doi.org/10.1109/TSMC.2014.2378215","raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1402.1778","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1402.1778","pdf_url":"https://arxiv.org/pdf/1402.1778","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1968478384","https://openalex.org/W1976012796","https://openalex.org/W1977794296","https://openalex.org/W1995875735","https://openalex.org/W2008803468","https://openalex.org/W2012308226","https://openalex.org/W2021515354","https://openalex.org/W2022867359","https://openalex.org/W2026417691","https://openalex.org/W2028993035","https://openalex.org/W2040230210","https://openalex.org/W2059270055","https://openalex.org/W2071321532","https://openalex.org/W2072606289","https://openalex.org/W2076689885","https://openalex.org/W2086246859","https://openalex.org/W2091769410","https://openalex.org/W2109584946","https://openalex.org/W2111094216","https://openalex.org/W2118027753","https://openalex.org/W2124916819","https://openalex.org/W2126351352","https://openalex.org/W2127246734","https://openalex.org/W2127411301","https://openalex.org/W2130354913","https://openalex.org/W2143286114","https://openalex.org/W2144487656","https://openalex.org/W2145554761","https://openalex.org/W2147256592","https://openalex.org/W2148387158","https://openalex.org/W2149084727","https://openalex.org/W2150208547","https://openalex.org/W2152608246","https://openalex.org/W2153646183","https://openalex.org/W2165066692","https://openalex.org/W2165228941","https://openalex.org/W2169459809","https://openalex.org/W2432978112","https://openalex.org/W3099786402","https://openalex.org/W6606379709","https://openalex.org/W6637952267","https://openalex.org/W6638777778","https://openalex.org/W6638794979","https://openalex.org/W6639619044","https://openalex.org/W6684489972","https://openalex.org/W7030713319"],"related_works":[],"abstract_inverted_index":{"Modern":[0],"online":[1],"social":[2,52,85],"platforms":[3],"allow":[4],"their":[5,64],"members":[6],"to":[7,134,139,149,210,219,234,238],"be":[8,211,217],"involved":[9],"in":[10,185],"a":[11,31,38,51,55,80,114,126,141,156,158,161],"broad":[12],"range":[13],"of":[14,59,97,117,143,198,225],"activities":[15,37,125],"including":[16],"getting":[17],"friends,":[18],"joining":[19],"groups,":[20],"posting,":[21],"and":[22,70,75,100,119,137,160,175,181,243],"commenting":[23],"resources.":[24],"In":[25],"this":[26],"paper,":[27],"we":[28,47,120,154,193],"investigate":[29],"whether":[30],"correlation":[32,199],"emerges":[33],"across":[34],"the":[35,95,110,144,196,201,206],"different":[36],"user":[39,57,127,208,214,226],"can":[40,128],"take":[41],"part":[42,84,91,102],"in.":[43],"For":[44,151],"our":[45],"analysis,":[46,165],"focused":[48,121],"on":[49,122],"aNobii,":[50],"platform":[53],"with":[54,73,87,94,104,170,205],"world-wide":[56],"base":[58],"book":[60,98],"readers,":[61],"who":[62],"post":[63],"readings,":[65],"give":[66],"ratings,":[67],"review":[68],"books,":[69],"discuss":[71],"them":[72],"friends":[74],"fellow":[76],"readers.":[77],"aNobii":[78,118],"presents":[79],"heterogeneous":[81],"structure:":[82],"1)":[83],"network,":[86,93],"user-to-user":[88],"interactions;":[89],"2)":[90],"interest":[92],"management":[96],"collections;":[99],"3)":[101],"folksonomy,":[103],"books":[105,145],"that":[106,179,195],"are":[107,184],"tagged":[108],"by":[109],"users.":[111],"We":[112],"analyzed":[113],"complete":[115],"snapshot":[116],"three":[123,202],"specific":[124],"perform,":[129],"namely":[130],"tagging":[131],"behavior,":[132],"tendency":[133],"join":[135],"groups":[136],"aptitude":[138],"compile":[140],"wishlist":[142],"one":[146,223],"is":[147,232],"planning":[148],"read.":[150],"each":[152],"user,":[153],"create":[155],"tag-based,":[157],"group-based,":[159],"wishlist-based":[162,190],"profile.":[163],"Experimental":[164],"which":[166],"was":[167],"carried":[168],"out":[169],"information-theory":[171],"tools":[172],"like":[173],"entropy":[174],"mutual":[176],"information,":[177],"suggests":[178],"tag-based":[180],"group-based":[182],"profiles":[183,203],"general":[186],"more":[187],"informative":[188],"than":[189],"ones.":[191],"Furthermore,":[192],"discover":[194],"degree":[197],"between":[200],"associated":[204],"same":[207],"tend":[209],"small.":[212],"Hence,":[213],"profiling":[215],"cannot":[216],"reduced":[218],"considering":[220],"just":[221],"any":[222],"type":[224],"activity":[227],"(albeit":[228],"important)":[229],"but":[230],"it":[231],"crucial":[233],"incorporate":[235],"multiple":[236],"dimensions":[237],"effectively":[239],"describe":[240],"users'":[241],"preferences":[242],"behavior.":[244]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}